docs: finalized wiki integrity maintenance (v3.0 standard) - pruned 1400+ stubs and fixed 11k+ ghost links
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---
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id: P-REINFORCE-EDUC-001
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category: "[[10_Wiki/💡 Topics/Education]]"
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category: "10_Wiki/💡 Topics/Education"
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confidence_score: 0.91
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tags: [education, ai, adaptive, learning]
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last_reinforced: 2026-04-20
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github_commit: "batch-reinforce-01"
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---
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# [[Adaptive Learning Systems]]
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# [[Adaptive-Learning-Systems|Adaptive Learning Systems]]
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## 📌 한 줄 통찰 (The Karpathy Summary)
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> 학습자의 수준과 속도를 실시간으로 분석하여 개인별 최적의 학습 경로를 동적으로 제안하는 지능형 교수 시스템.
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- **정책 변화:** 사용자 만족도(w3) 피드백에 따라 학습자 이탈 방지 알고리즘 우선순위 상향.
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## 🔗 지식 연결 (Graph)
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- **Parent:** [[10_Wiki/💡 Topics/Education]]
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- **Related:** [[IRT]], [[Personalized-Learning]], [[Educational-AI]]
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- **Raw Source:** [[00_Raw/2026-04-20/Adaptive-Learning-Systems.md]]
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- **Parent:** 10_Wiki/💡 Topics/Education
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- **Related:** IRT, Personalized-Learning, Educational-AI
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- **Raw Source:** 00_Raw/2026-04-20/Adaptive-Learning-Systems.md
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